-PM: semi-supervised learning for efficient performance modeling of analog and mixed signal circuits.
Mohamed Baker AlawiehXiyuan TangDavid Z. PanPublished in: ASP-DAC (2019)
Keyphrases
- semi supervised learning
- mixed signal
- low power
- vlsi circuits
- multi channel
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- digital circuits
- machine learning
- training data
- cmos technology
- unsupervised learning
- active learning
- power consumption
- learning models
- manifold regularization
- high speed
- circuit design
- text classification
- transfer learning
- graph based semi supervised learning
- co training
- label propagation
- image processing
- semi supervised learning algorithms
- opinion detection
- signal processing
- low cost
- labeled and unlabeled data
- image restoration
- pairwise
- information retrieval